Question 1

Who is Munna Suprathik?

Accepted Answer

Munna Suprathik is an AI Engineer based in Bengaluru, India. He builds production AI agents, RAG systems, and LLM apps for enterprise SaaS and HR teams, working directly with founders and department heads.

Question 2

What does Munna Suprathik do?

Accepted Answer

He builds RAG systems, AI agents and chatbots, LLM-powered web apps, AI integrations into existing products, and Shopify stores. His deeper focus is agentic systems and automation with LangGraph, MCP, and A2A.

Question 3

Is Munna Suprathik available for hire?

Accepted Answer

Yes. He takes on freelance and contract work. The fastest way to reach him is email at hello@munnasuprathik.com or LinkedIn.

Question 4

What has Munna Suprathik built?

Accepted Answer

At work: an HR assistant on Microsoft Teams used by 400+ employees, a procurement SQL agent validated on 1,000+ invoices, and a multimodal search system over documents and images. On the side: Tend, an agentic task app; Dissect, a searchable second brain; Margam AI, a study-abroad assistant; and Quiccle, an AI discovery hub.

Question 5

What is Munna Suprathik's tech stack?

Accepted Answer

Python, Node.js, FastAPI, SQL, MongoDB, LangChain, LlamaIndex, LangGraph, Pinecone, vector search, Cohere Rerank, HyDE, parent-child chunking, LLM-as-judge evaluation, function calling, MCP, A2A, LoRA and PEFT fine-tuning, Docker, CI/CD, and Grafana. He builds across Claude, GPT, and Gemini.